Triple

T4438075
Position Surface form Disambiguated ID Type / Status
Subject Dubai Rapid Link consortium E95699 entity
Predicate hasMember P10 FINISHED
Object Aktor
Aktor is a construction and engineering company known for participating in major international infrastructure projects.
 E440299 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Aktor | Statement: [Dubai Rapid Link consortium, hasMember, Aktor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aktor
Context triple: [Dubai Rapid Link consortium, hasMember, Aktor]
  • A. Romany Malco
    Romany Malco is an American actor and comedian best known for his roles in films like "The 40-Year-Old Virgin" and the TV series "A Million Little Things."
  • B. Theron
    Theron is a surname of Greek origin that has been borne by various notable individuals, including actors, athletes, and public figures.
  • C. Anton Lesser
    Anton Lesser is a British actor known for his work in film, television, and theatre, including notable roles in series such as "Game of Thrones," "Endeavour," and "The Crown."
  • D. Peter Facinelli
    Peter Facinelli is an American actor best known for playing Dr. Carlisle Cullen in the Twilight film series.
  • E. Brolin
    Brolin is a surname most prominently associated with American actor Josh Brolin and his family.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Aktor
Triple: [Dubai Rapid Link consortium, hasMember, Aktor]
Generated description
Aktor is a construction and engineering company known for participating in major international infrastructure projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aktor
Target entity description: Aktor is a construction and engineering company known for participating in major international infrastructure projects.
  • A. Romany Malco
    Romany Malco is an American actor and comedian best known for his roles in films like "The 40-Year-Old Virgin" and the TV series "A Million Little Things."
  • B. Theron
    Theron is a surname of Greek origin that has been borne by various notable individuals, including actors, athletes, and public figures.
  • C. Anton Lesser
    Anton Lesser is a British actor known for his work in film, television, and theatre, including notable roles in series such as "Game of Thrones," "Endeavour," and "The Crown."
  • D. Peter Facinelli
    Peter Facinelli is an American actor best known for playing Dr. Carlisle Cullen in the Twilight film series.
  • E. Brolin
    Brolin is a surname most prominently associated with American actor Josh Brolin and his family.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3558c75948190875a5fb10eac0597 completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6137960908190814cbdf0b4e56542 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61439a86c8190849c5af718ddc647 completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614d6106c81908a601f540622f934 completed March 15, 2026, 2:09 a.m.
Created at: March 12, 2026, 11:31 p.m.